Simultaneous Observations of Aerosol and Cloud Droplet Size Spectra in Marine Stratocumulus

Richard J. Vong College of Oceanic and Atmospheric Sciences, Oregon State University, Corvallis, Oregon

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David S. Covert Department of Atmospheric Sciences, University of Washington, Seattle, Washington

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Abstract

Simultaneous field measurements of aerosol and cloud droplet concentrations and droplet diameter were performed at a maritime site on the coast of Washington State. The aerosol and droplet spectra were compared for estimating cloud condensation nucleus concentration (Nccn) as the number of particles with diameters greater than 80 nm, that is, NccnN(Dp > 80 nm). Several analytical approaches were developed and applied to the data, including a stratification of the observations into periods of high and low liquid water content (LWC) based on a threshold value of 0.25 g m−3. The aerosol data were corrected for inertial losses of cloud droplets at the inlet using wind speed and droplet size; this correction improved the measured relationships between Nccn and droplet number concentration (Nd). These measurements, when coupled with the range of possible aerosol chemical compositions, imply a cloud supersaturation of 0.24%–0.31% at the Cheeka Peak sampling site during periods of high LWC.

The observations of droplet and aerosol spectra supported Twomey’s cloud brightening hypothesis in that Nccn was highly correlated (r2 = 0.8) with Nd in apparent 1:1 proportions. For the investigated range (50 cm−3 < Nd < 600 cm−3) droplet effective diameter (Deff) was very sensitive to variation in Nccn for 50 cm−3 < Nccn < 200 cm−3, somewhat sensitive for 200 cm−3 < Nccn < 400 cm−3, but not very sensitive to variation in aerosol number for Nccn > 400 cm−3. A model was applied to the aerosol and droplet data to predict droplet size, as Deff, from N−0.33ccn and LWC. Predicted values for Deff agreed (r2 = 0.8) with Deff determined directly from the cloud droplet spectra, suggesting that this approach should be useful in climate modeling for predicting cloud droplet size from knowledge of Nccn and LWC.

Corresponding author address: Dr. Richard Vong, COAS-AtS, Oregon State University, Corvallis, OR 97331-5503.

Abstract

Simultaneous field measurements of aerosol and cloud droplet concentrations and droplet diameter were performed at a maritime site on the coast of Washington State. The aerosol and droplet spectra were compared for estimating cloud condensation nucleus concentration (Nccn) as the number of particles with diameters greater than 80 nm, that is, NccnN(Dp > 80 nm). Several analytical approaches were developed and applied to the data, including a stratification of the observations into periods of high and low liquid water content (LWC) based on a threshold value of 0.25 g m−3. The aerosol data were corrected for inertial losses of cloud droplets at the inlet using wind speed and droplet size; this correction improved the measured relationships between Nccn and droplet number concentration (Nd). These measurements, when coupled with the range of possible aerosol chemical compositions, imply a cloud supersaturation of 0.24%–0.31% at the Cheeka Peak sampling site during periods of high LWC.

The observations of droplet and aerosol spectra supported Twomey’s cloud brightening hypothesis in that Nccn was highly correlated (r2 = 0.8) with Nd in apparent 1:1 proportions. For the investigated range (50 cm−3 < Nd < 600 cm−3) droplet effective diameter (Deff) was very sensitive to variation in Nccn for 50 cm−3 < Nccn < 200 cm−3, somewhat sensitive for 200 cm−3 < Nccn < 400 cm−3, but not very sensitive to variation in aerosol number for Nccn > 400 cm−3. A model was applied to the aerosol and droplet data to predict droplet size, as Deff, from N−0.33ccn and LWC. Predicted values for Deff agreed (r2 = 0.8) with Deff determined directly from the cloud droplet spectra, suggesting that this approach should be useful in climate modeling for predicting cloud droplet size from knowledge of Nccn and LWC.

Corresponding author address: Dr. Richard Vong, COAS-AtS, Oregon State University, Corvallis, OR 97331-5503.

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  • Albrecht, B. A., 1989: Aerosols, cloud microphysics, and fractional cloudiness. Science,245, 1227–1230.

  • Anderson, T. L., 1992: Optimization of a counterflow virtual impactor (CVI) for studying aerosol effects on cloud droplet number. Ph.D. dissertation, University of Washington, 232 pp.

  • ——, D. S. Covert, and R. J. Charlson, 1994: Cloud droplet number studies with a counterflow virtual impactor. J. Geophys. Res.,99, 8249–8256.

  • Anthoni, P. A., 1996: Carbon dioxide eddy flux measurements in complex terrain from a coniferous forest under the influence of marine air. M.S. thesis, Dept. of Atmospheric Science, Oregon State University, 79 pp. [Available from Valley Library, Oregon State University, Corvallis, OR 97331.].

  • Arends, B. G., G. P. A. Kos, W. Wobrock, D. Schell, K. J. Noone, S. Fuzzi, and S. Pahl, 1992: Comparison of techniques for measurement of fog liquid water content. Tellus,44B, 604–611.

  • Baker, M. B., A. Blyth, D. Carruthers, S. Caughey, and T. W. Choularton, 1982: Field studies of the effect of entrainment upon the structure of clouds at Great Dun Fell. Quart. J. Roy. Meteor. Soc.,108, 899–916.

  • Baumgardner, D., 1983: An analysis and comparison of five water droplet measuring instruments. J. Climate Appl. Meteor.,22, 891–910.

  • ——, W. Strapp, and J. E. Dye, 1985: Evaluation of the forward scattering spectrometer probe. Part II: Corrections for coincidence and dead-time losses. J. Atmos. Oceanic Technol.,2, 626–632.

  • Betts, A. K., 1990: Diurnal variation of California coastal stratocumulus from two days of boundary layer soundings. Tellus,42A, 302–304.

  • Blaskovic, M., R. Davies, and J. B. Snider, 1991: Diurnal variation of marine stratocumulus over San Nicolas Island during July 1987. Mon. Wea. Rev.,119, 1469–1478.

  • Blyth, A. M., T. W. Choularton, G. Fullerton, J. Latham, C. Mill, M. Smith, and I. Stromberg, 1980: The influence of entrainment on the evolution of cloud droplet spectra. Quart. J. Roy. Meteor. Soc.,106, 821–840.

  • Borys, R. D., D. Lowenthal, and D. Mitchell, 1995: CCN regulation of snowfall rates. Eos, Trans. Amer. Geophys. Union,76 (46), A112.

  • Bower, K. N., and T. W. Choularton, 1992: A parameterization of the effective radius of ice free clouds for use in global models. Atmos. Res.,27, 305–339.

  • ——, ——, J. Latham, J. Nelson, M. B. Baker, and J. Jensen, 1994:A parameterization of warm clouds for use in atmospheric circulation models. J. Atmos. Sci.,51, 2722–2732.

  • Brenguier, J. L., 1989: Coincidence and dead-time corrections for particle counters. Part II. High concentration measurements with an FSSP. J. Atmos. Oceanic Technol.,6, 585–598.

  • Cess, R. D., and Coauthors, 1989: Interpretation of cloud-climate feedback as produced by 14 atmospheric general circulation models. Science,245, 513–516.

  • Charlson, R. J., J. E. Lovelock, M. O. Andreae, and S. G. Warren, 1987: Oceanic phytoplankton, atmospheric sulphur, cloud albedo, and climate. Nature,326, 655–661.

  • ——, S. E. Schwartz, J. M. Hales, R. D. Cess, J. A. Coakley Jr., J. E. Hansen, and D. J. Hofmann, 1992: Climate forcing by anthropogenic aerosols. Science,255, 423–430.

  • Covert, D. S., 1988: Pacific marine background aerosol: Average ammonium to sulfate molar ratio equals 1. J. Geophys. Res.,93, 8455–8458.

  • Dabberdt, W. F., and T. W. Schlatter, 1996: Research opportunities from emerging atmospheric observing and modeling capabilities. Bull. Amer. Meteor. Soc.,77, 305–323.

  • Fitzgerald, J. W., 1975: Approximation formulas for the equilibrium size of an aerosol particle as a function of its dry size and composition and the ambient relative humidity. J. Appl. Meteor.,14, 1044–1049.

  • Frick, G. M., and W. A. Hoppel, 1993: Airship measurements of aerosol size distributions, cloud droplet spectra, and trace gas concentrations in the marine boundary layer. Bull. Amer. Meteor. Soc.,74, 2195–2202.

  • Gerber, H., 1991: Direct measurement of suspended particulate volume concentration and far infrared extinction coefficient with a laser difffraction instrument. Appl. Opt.,30, 4824–4831.

  • Hegg, D. A., 1994: Cloud condensation nucleus-sulfate mass relationship and cloud albedo. J. Geophys. Res.,99, 25 903–25 907.

  • ——, L. F. Radke, and P. V. Hobbs, 1991: Measurements of Aitken nuclei and cloud condensation nuclei in the marine atmosphere and their relation to the DMS-Cloud-Climate hypothesis. J. Geophys. Res.,96, 18 727–18 733.

  • Hobbs, P. V., 1993: Aerosol cloud interactions. Aerosol-Cloud-Climate Interactions, P. V. Hobbs, Ed., Academic Press, 33–73.

  • Hoppel, W. A., J. W. Fitzgerald, G. M. Frick, R. E. Larson, and E. J. Mack, 1990: Aerosol size distributions and optical properties found in the marine boundary layer over the Atlantic Ocean. J. Geophys. Res.,95, 3659–3686.

  • ——, G. M. Frick, J. W. Fitzgerald, and R. E. Larson, 1994a: Marine boundary layer measurements of new particle formation and the effects of nonprecipitating clouds have on aerosol size distribution. J. Geophys. Res.,99, 14 443–14 459.

  • ——, ——, ——, and B. J. Wattle, 1994b: A cloud chamber study of the effect that nonprecipitating water clouds have on the aerosol size distribution. Aerosol Sci. Technol.,20, 1–30.

  • ——, ——, and ——, 1996: Deducing droplet concentration and supersaturation in marine boundary layer clouds from surface aerosol measurements. J. Geophys. Res.,101, 26 553–26 565.

  • Hudson, J. G., 1983: Effects of CCN concentrations on stratus clouds. J. Atmos. Sci.,40, 480–486.

  • ——, and G. Svensson, 1995: Cloud microphysical relationships in California marine stratus. J. Appl. Meteor.,34, 2655–2666.

  • Kiehl, J. T., and B. P. Briegleb, 1993: The relative roles of sulfate aerosols and greenhouse gases in climate forcing. Science,260, 311–314.

  • ——, and H. Rodhe, 1995: Modeling geographical and seasonal forcing due to aerosols. Aerosol Forcing of Climate, Dahlem Workshop Report 17, R. J. Charlson and J. Heintzenberg, Eds., Wiley and Sons, 107–121.

  • King, M. D., 1993: Radiative properties of clouds. Aerosol-Cloud-Climate Interactions, P. V. Hobbs, Ed., Academic Press, 123–149.

  • Knudson, E. O., and K. T. Whitby, 1975: Aerosol classification by electric mobility: Apparatus, theory, and applications. J. Aerosol Sci.,6, 443–451.

  • Kowalski, A. S., 1996: Occult cloudwater deposition to a forest in complex terrain: Measurement and interpretation. Ph.D. dissertation, Oregon State University, 209 pp. [Available from Valley Library, Oregon State University, Corvallis, OR 97331.].

  • ——, P. M. Anthoni, R. J. Vong, A. C. Delany, and G. D. McLean, 1997: Deployment and evaluation of a system for ground-based measurement of cloud liquid water and turbulent fluxes. J. Atmos. Oceanic Technol.,14, 468–479.

  • Kulmala, M., A. Laaksonen, R. J. Charlson, and P. Korhonen, 1997:Clouds without supersaturation. Nature,388, 236–237.

  • Laucks, M., 1996: Quantifying the uncertainty in measurements of aerosol optical properties relevant to the direct shortwave forcing of climate. Ph.D. dissertation, University of Washington, 274 pp.

  • Leaitch, W. R., G. A. Isaac, J. W. Strapp, C. M. Banic, and H. A. Weibe, 1992: The relationship between cloud droplet number concentrations and anthropogenic pollution: Observations and climatic implications. J. Geophys. Res.,97, 2463–2474.

  • Liu, B. Y. H., and D. Y. H. Pui, 1974: A sub-micron aerosol standard and the primary, absolute calibration of the condensation nucleus counter. J. Coll. Interface Sci.,47, 155–171.

  • Martin, G. M., D. W. Johnson, and A. Spice, 1994: The measurement and parameterization of effect radius of droplets in warm stratocumulus. J. Atmos. Sci.,51, 1823–1842.

  • McInnes, L. M., D. S. Covert, P. K. Quinn, and M. S. Germani, 1994:Measurements of chloride depletion and sulfur enrichment in individual sea-salt particles collected from the marine boundary layer. J. Geophys. Res.,99, 8257–8268.

  • ——, P. K. Quinn, D. S. Covert, and T. L. Anderson, 1996: Gravimetric analysis, ionic composition, and associated water mass of the marine aerosol. Atmos. Environ.,30, 869–884.

  • ——, D. S. Covert, and B. M. Baker, 1997: The number of seasalt, sulfate, and carbonaceous particles in the marine atmosphere: Measurements consistent with the ambient size distribution. Tellus,49B, 300–313.

  • Nakajima, T., M. D. King, J. D. Spinherne, and L. F. Radke, 1991: Determination of the optical thickness and effective particle radius of clouds from reflected solar radiation measurements Part II: Marine stratocumulus observations. J. Atmos. Sci.,48, 728–750.

  • Noone, K. J., H.-C. Hansson, and R. K. A. M. Mallant, 1992: Droplet sampling from crosswinds: An inlet efficiency calibration. J. Aerosol Sci.,23, 153–164.

  • Noonkester, V. R., 1984: Droplet spectra observed in marine stratus cloud layers. J. Atmos. Sci.,41, 829–845.

  • Norment, H. G., 1987: Numerical studies of sampling efficiencies of the ASCME and PMS aspirator hydrometer measurement instruments. J. Atmos. Oceanic Technol.,4, 253–263.

  • Novakov, T., C. Rivera-Carpio, J. E. Penner, and C. F. Rogers, 1994:The effect of anthropogenic sulfate aerosols on marine cloud droplet concentrations. Tellus,46B, 132–141.

  • Penner, J. E., and Coauthors, 1994: Quantifying and minimizing the uncertainty of climate forcing by anthropogenic aerosols. Bull. Amer. Meteor. Soc.,75, 375–400.

  • Pruppacher, H. R., and J. D. Klett, 1997: Microphysics of Clouds and Precipitation. Reidel, 954 pp.

  • Schulman, M. L., M. C. Jacobson, R. J. Charlson, R. E. Synovec, and T. E. Young, 1996: Dissolution behavior and surface tension effects of organic compounds in nucleating cloud droplets. Geophys. Res. Lett.,23, 277–280.

  • Slingo, A., 1990: Sensitivity of the earth’s radiation budget to changes in low clouds. Nature,343, 49–51.

  • Smith, R. N. B., 1990: A scheme for predicting layer clouds and their water content in a general circulation model. Quart. J. Roy. Meteor. Soc.,116, 435–460.

  • Tang, I. N., and H. R. Munkelwitz, 1994: Water activities, densities, and refractive indices of aqueous sulfates and sodium nitrate droplets of atmospheric importance. J. Geophys. Res.,99, 18 801–18 808.

  • Twomey, S., 1977: The influence of pollution on the shortwave albedo of clouds. J. Atmos. Sci.,34, 1149–1152.

  • Vincent, J. H., 1989: Aerosol Sampling, Science and Practice. Wiley and Sons, 290 pp.

  • Vong, R. J., and A. S. Kowalski, 1995: Eddy correlation measurements of size-dependent cloud droplet turbulent fluxes to complex terrain. Tellus,47B, 331–352.

  • ——, H.-C. Hansson, H. B. Ross, D. S. Covert, and R. J. Charlson, 1988: Northeastern Pacific sub-micrometer aerosol and rainwater composition: A multivariate analysis. J. Geophys. Res.,93, 1625–1637.

  • ——, B. M. Baker, F. J. Brechtel, R. T. Collier, J. M. Harris, A. S. Kowalski, N. C. McDonald, and L. M. McInnes, 1997: Ionic and trace element composition of cloudwater collected on the Olympic Peninsula of Washington State. Atmos. Environ.,21, 1991–2001.

  • Wielicki, B. A., R. D. Cess, M. D. King, D. A. Randall, and E. F. Harrison, 1995: Misson to Planet Earth: Role of clouds and radiation in climate. Bull. Amer. Meteor. Soc.,76, 2125–2153.

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